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Bayesian Programming,9781439880326
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Bayesian Programming

by ;
Edition:
1st
ISBN13:

9781439880326

ISBN10:
1439880328
Format:
Hardcover
Pub. Date:
12/20/2013
Publisher(s):
Chapman & Hall
List Price: $89.95

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What version or edition is this?
This is the 1st edition with a publication date of 12/20/2013.
What is included with this book?
  • The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any CDs, lab manuals, study guides, etc.
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Summary

To create a complete computing Bayesian framework, a new modeling methodology is needed to build probabilistic models; new inference algorithms are required to automate probabilistic calculus; and new programming languages are sought to implement these models on computers; eventually, new hardware will also be necessary to run these Bayesian programs efficiently. This book describes the current first steps toward the ultimate goal of creating a Bayesian computer. Written by leading researchers, the text focuses on Bayesian programming and requires only basic knowledge of mathematics, making it accessible to non-experts. It presents applications from various areas such as robotics.


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